Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1311
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	155.2 KiB
Average record size in memory	121.2 B

Variable types

Numeric	10
Categorical	1

Alerts

`External Temperature` is highly overall correlated with `Feels Like` and 2 other fields	High correlation
`Feels Like` is highly overall correlated with `External Temperature` and 2 other fields	High correlation
`External Humidity` is highly overall correlated with `External Temperature` and 1 other fields	High correlation
`Dew Point` is highly overall correlated with `External Temperature` and 1 other fields	High correlation
`Clouds` is highly overall correlated with `Description`	High correlation
`Description` is highly overall correlated with `Clouds`	High correlation
`Wind Speed` has 280 (21.4%) zeros	Zeros

Reproduction

Analysis started	2023-06-06 11:29:55.461826
Analysis finished	2023-06-06 11:31:52.358063
Duration	1 minute and 56.9 seconds
Software version	pandas-profiling v0.0.dev0
Download configuration	config.json

External Temperature
Real number (ℝ)

Distinct	661
Distinct (%)	50.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.776865

Minimum	18.77
Maximum	30.07
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	18.77
5-th percentile	20.885
Q1	21.98
median	23.18
Q3	25.26
95-th percentile	28.445
Maximum	30.07
Range	11.3
Interquartile range (IQR)	3.28

Descriptive statistics

Standard deviation	2.335327
Coefficient of variation (CV)	0.098218456
Kurtosis	-0.3242438
Mean	23.776865
Median Absolute Deviation (MAD)	1.45
Skewness	0.6794851
Sum	31171.47
Variance	5.4537521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.71	9	0.7%
22.27	7	0.5%
21.96	7	0.5%
21.65	7	0.5%
22.39	7	0.5%
21.71	7	0.5%
22.32	6	0.5%
21.66	6	0.5%
21.97	6	0.5%
21.82	6	0.5%
Other values (651)	1243	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.77	1	0.1%
19.11	1	0.1%
19.23	2	0.2%
19.25	1	0.1%
19.27	1	0.1%
19.29	1	0.1%
19.31	1	0.1%
19.32	1	0.1%
19.35	1	0.1%
19.39	1	0.1%

Value	Count	Frequency (%)
30.07	1	0.1%
30.01	1	0.1%
29.85	1	0.1%
29.8	1	0.1%
29.59	1	0.1%
29.53	1	0.1%
29.49	1	0.1%
29.47	1	0.1%
29.46	1	0.1%
29.4	1	0.1%

Feels Like
Real number (ℝ)

Distinct	651
Distinct (%)	49.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.825576

Minimum	19.24
Maximum	36.23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	19.24
5-th percentile	21.54
Q1	22.73
median	23.99
Q3	25.98
95-th percentile	31.725
Maximum	36.23
Range	16.99
Interquartile range (IQR)	3.25

Descriptive statistics

Standard deviation	3.0385902
Coefficient of variation (CV)	0.12239757
Kurtosis	1.2065611
Mean	24.825576
Median Absolute Deviation (MAD)	1.52
Skewness	1.2854552
Sum	32546.33
Variance	9.2330302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.44	10	0.8%
22.45	8	0.6%
23.57	8	0.6%
23.62	8	0.6%
22.05	7	0.5%
22.69	7	0.5%
22.33	7	0.5%
23.72	6	0.5%
22.46	6	0.5%
22.7	6	0.5%
Other values (641)	1238	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.24	1	0.1%
19.58	1	0.1%
19.68	1	0.1%
19.69	1	0.1%
19.72	1	0.1%
19.78	1	0.1%
19.79	2	0.2%
19.8	2	0.2%
19.92	1	0.1%
19.97	2	0.2%

Value	Count	Frequency (%)
36.23	1	0.1%
35.44	1	0.1%
34.92	1	0.1%
34.76	1	0.1%
34.68	1	0.1%
34.48	1	0.1%
34.4	1	0.1%
34.29	1	0.1%
33.91	1	0.1%
33.85	1	0.1%

Pressure
Real number (ℝ)

Distinct	12
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1011.0359

Minimum	1004
Maximum	1015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	1004
5-th percentile	1008
Q1	1010
median	1011
Q3	1012
95-th percentile	1014
Maximum	1015
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9064605
Coefficient of variation (CV)	0.0018856507
Kurtosis	-0.15514315
Mean	1011.0359
Median Absolute Deviation (MAD)	1
Skewness	-0.35915252
Sum	1325468
Variance	3.6345916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1011	267	20.4%
1012	253	19.3%
1010	201	15.3%
1013	189	14.4%
1009	153	11.7%
1014	104	7.9%
1008	74	5.6%
1007	35	2.7%
1015	17	1.3%
1006	14	1.1%
Other values (2)	4	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1004	1	0.1%
1005	3	0.2%
1006	14	1.1%
1007	35	2.7%
1008	74	5.6%
1009	153	11.7%
1010	201	15.3%
1011	267	20.4%
1012	253	19.3%
1013	189	14.4%

Value	Count	Frequency (%)
1015	17	1.3%
1014	104	7.9%
1013	189	14.4%
1012	253	19.3%
1011	267	20.4%
1010	201	15.3%
1009	153	11.7%
1008	74	5.6%
1007	35	2.7%
1006	14	1.1%

External Humidity
Real number (ℝ)

Distinct	47
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.610221

Minimum	46
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	46
5-th percentile	68
Q1	84
median	92
Q3	96
95-th percentile	99
Maximum	100
Range	54
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.7714268
Coefficient of variation (CV)	0.11027426
Kurtosis	0.83399647
Mean	88.610221
Median Absolute Deviation (MAD)	5
Skewness	-1.2181018
Sum	116168
Variance	95.480781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
96	135	10.3%
97	102	7.8%
98	93	7.1%
94	79	6.0%
95	68	5.2%
93	67	5.1%
99	65	5.0%
92	62	4.7%
91	57	4.3%
90	51	3.9%
Other values (37)	532	40.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46	1	0.1%
50	1	0.1%
53	1	0.1%
55	1	0.1%
58	4	0.3%
59	1	0.1%
60	3	0.2%
61	5	0.4%
62	4	0.3%
63	5	0.4%

Value	Count	Frequency (%)
100	10	0.8%
99	65	5.0%
98	93	7.1%
97	102	7.8%
96	135	10.3%
95	68	5.2%
94	79	6.0%
93	67	5.1%
92	62	4.7%
91	57	4.3%

Dew Point
Real number (ℝ)

Distinct	463
Distinct (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.656857

Minimum	11.13
Maximum	25.52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	11.13
5-th percentile	19.56
Q1	20.975
median	21.65
Q3	22.44
95-th percentile	23.655
Maximum	25.52
Range	14.39
Interquartile range (IQR)	1.465

Descriptive statistics

Standard deviation	1.2450992
Coefficient of variation (CV)	0.057492144
Kurtosis	4.2905537
Mean	21.656857
Median Absolute Deviation (MAD)	0.73
Skewness	-0.64118441
Sum	28392.14
Variance	1.5502719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.09	11	0.8%
21.42	10	0.8%
22.36	10	0.8%
21.04	9	0.7%
21.13	9	0.7%
22.77	8	0.6%
22.23	8	0.6%
22.16	8	0.6%
21.59	8	0.6%
21.33	8	0.6%
Other values (453)	1222	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.13	1	0.1%
15.84	1	0.1%
16.92	1	0.1%
17.61	1	0.1%
17.96	1	0.1%
18.1	1	0.1%
18.26	1	0.1%
18.28	1	0.1%
18.34	1	0.1%
18.36	2	0.2%

Value	Count	Frequency (%)
25.52	1	0.1%
25.37	1	0.1%
25.21	1	0.1%
24.92	1	0.1%
24.91	2	0.2%
24.83	1	0.1%
24.8	1	0.1%
24.76	2	0.2%
24.7	1	0.1%
24.61	1	0.1%

Clouds
Real number (ℝ)

Distinct	99
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.249428

Minimum	0
Maximum	100
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	40
median	87
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	29.333453
Coefficient of variation (CV)	0.40045983
Kurtosis	-1.0284355
Mean	73.249428
Median Absolute Deviation (MAD)	13
Skewness	-0.68172118
Sum	96030
Variance	860.45148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	371	28.3%
40	175	13.3%
99	69	5.3%
75	65	5.0%
20	52	4.0%
98	30	2.3%
97	28	2.1%
94	27	2.1%
96	25	1.9%
95	22	1.7%
Other values (89)	447	34.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
3	1	0.1%
4	1	0.1%
5	2	0.2%
6	2	0.2%
7	2	0.2%
8	2	0.2%
9	2	0.2%
10	2	0.2%

Value	Count	Frequency (%)
100	371	28.3%
99	69	5.3%
98	30	2.3%
97	28	2.1%
96	25	1.9%
95	22	1.7%
94	27	2.1%
93	18	1.4%
92	15	1.1%
91	12	0.9%

Wind Speed
Real number (ℝ)

Distinct	290
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.084958

Minimum	0
Maximum	6.7
Zeros	280
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.375
median	1
Q3	1.57
95-th percentile	2.78
Maximum	6.7
Range	6.7
Interquartile range (IQR)	1.195

Descriptive statistics

Standard deviation	0.91807739
Coefficient of variation (CV)	0.84618699
Kurtosis	1.9526998
Mean	1.084958
Median Absolute Deviation (MAD)	0.59
Skewness	1.0333355
Sum	1422.38
Variance	0.84286609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	280	21.4%
0.5	65	5.0%
1	53	4.0%
1.5	25	1.9%
2.1	14	1.1%
1.35	11	0.8%
1.59	10	0.8%
1.44	9	0.7%
1.51	9	0.7%
1.48	9	0.7%
Other values (280)	826	63.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	280	21.4%
0.02	1	0.1%
0.07	1	0.1%
0.11	1	0.1%
0.13	2	0.2%
0.14	1	0.1%
0.15	2	0.2%
0.16	2	0.2%
0.19	3	0.2%
0.2	1	0.1%

Value	Count	Frequency (%)
6.7	1	0.1%
5.1	1	0.1%
4.92	1	0.1%
4.77	1	0.1%
4.6	1	0.1%
4.55	1	0.1%
4.49	1	0.1%
4.38	1	0.1%
4.26	1	0.1%
4.22	2	0.2%

Description
Categorical

Distinct	14
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	20.5 KiB

light rain	368
overcast clouds	311
scattered clouds	175
broken clouds	156
moderate rain	98
Other values (9)	203

Length

Max length	27
Median length	23
Mean length	13.337147
Min length	4

Characters and Unicode

Total characters	17485
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	scattered clouds
2nd row	broken clouds
3rd row	broken clouds
4th row	scattered clouds
5th row	light rain

Common Values

Value	Count	Frequency (%)
light rain	368	28.1%
overcast clouds	311	23.7%
scattered clouds	175	13.3%
broken clouds	156	11.9%
moderate rain	98	7.5%
few clouds	74	5.6%
heavy intensity rain	51	3.9%
light intensity shower rain	21	1.6%
clear sky	16	1.2%
mist	13	1.0%
Other values (4)	28	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
clouds	716	26.4%
rain	550	20.3%
light	395	14.6%
overcast	311	11.5%
scattered	175	6.5%
broken	156	5.8%
moderate	98	3.6%
intensity	78	2.9%
few	74	2.7%
heavy	52	1.9%
Other values (8)	105	3.9%

Most occurring characters

Value	Count	Frequency (%)
	1399	8.0%
t	1376	7.9%
r	1376	7.9%
s	1351	7.7%
o	1323	7.6%
e	1282	7.3%
c	1218	7.0%
a	1202	6.9%
l	1133	6.5%
i	1131	6.5%
Other values (13)	4694	26.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16086	92.0%
Space Separator	1399	8.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	1376	8.6%
r	1376	8.6%
s	1351	8.4%
o	1323	8.2%
e	1282	8.0%
c	1218	7.6%
a	1202	7.5%
l	1133	7.0%
i	1131	7.0%
d	1016	6.3%
Other values (12)	3678	22.9%

Space Separator

Value	Count	Frequency (%)
	1399	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16086	92.0%
Common	1399	8.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	1376	8.6%
r	1376	8.6%
s	1351	8.4%
o	1323	8.2%
e	1282	8.0%
c	1218	7.6%
a	1202	7.5%
l	1133	7.0%
i	1131	7.0%
d	1016	6.3%
Other values (12)	3678	22.9%

Common

Value	Count	Frequency (%)
	1399	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17485	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1399	8.0%
t	1376	7.9%
r	1376	7.9%
s	1351	7.7%
o	1323	7.6%
e	1282	7.3%
c	1218	7.0%
a	1202	6.9%
l	1133	6.5%
i	1131	6.5%
Other values (13)	4694	26.8%

average_internal_temp
Real number (ℝ)

Distinct	608
Distinct (%)	46.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.679634

Minimum	17.5
Maximum	39.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	17.5
5-th percentile	20.341667
Q1	22.1
median	23.633333
Q3	29.325
95-th percentile	34.533333
Maximum	39.6
Range	22.1
Interquartile range (IQR)	7.225

Descriptive statistics

Standard deviation	4.6999557
Coefficient of variation (CV)	0.18302269
Kurtosis	-0.55377658
Mean	25.679634
Median Absolute Deviation (MAD)	2.2333333
Skewness	0.81307599
Sum	33666
Variance	22.089584
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23	12	0.9%
22.9	12	0.9%
24	11	0.8%
21.6	10	0.8%
22.1	10	0.8%
22.25	9	0.7%
21.7	9	0.7%
21.8	9	0.7%
21.9	9	0.7%
22.75	8	0.6%
Other values (598)	1212	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.5	1	0.1%
18.5	1	0.1%
18.9	1	0.1%
19	1	0.1%
19.05	1	0.1%
19.1	1	0.1%
19.13333333	1	0.1%
19.2	1	0.1%
19.25	2	0.2%
19.26666667	2	0.2%

Value	Count	Frequency (%)
39.6	1	0.1%
38.73333333	1	0.1%
38.7	1	0.1%
37.7	2	0.2%
37.65	1	0.1%
37.46666667	1	0.1%
37.46666667	1	0.1%
37.35	1	0.1%
37.3	1	0.1%
37.15	1	0.1%

average_internal_humidity
Real number (ℝ)

Distinct	373
Distinct (%)	28.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.935011

Minimum	36.5
Maximum	96.633333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	20.5 KiB

Quantile statistics

Minimum	36.5
5-th percentile	58.183333
Q1	90.716667
median	95
Q3	95.966667
95-th percentile	96.633333
Maximum	96.633333
Range	60.133333
Interquartile range (IQR)	5.25

Descriptive statistics

Standard deviation	12.589976
Coefficient of variation (CV)	0.14156378
Kurtosis	2.3975808
Mean	88.935011
Median Absolute Deviation (MAD)	1.5
Skewness	-1.8900782
Sum	116593.8
Variance	158.5075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95	290	22.1%
96.63333333	219	16.7%
94.5	111	8.5%
96.3	86	6.6%
93.5	48	3.7%
93	39	3.0%
95.63333333	38	2.9%
95.3	33	2.5%
94	15	1.1%
95.96666667	10	0.8%
Other values (363)	422	32.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.5	1	0.1%
41.63333333	1	0.1%
42	1	0.1%
43.5	1	0.1%
43.73333333	1	0.1%
43.9	1	0.1%
43.93333333	1	0.1%
46.63333333	1	0.1%
46.7	1	0.1%
47.76666667	1	0.1%

Value	Count	Frequency (%)
96.63333333	219	16.7%
96.56666667	1	0.1%
96.53333333	1	0.1%
96.5	1	0.1%
96.43333333	1	0.1%
96.36666667	1	0.1%
96.3	86	6.6%
96.26666667	1	0.1%
96.23333333	1	0.1%
96.2	1	0.1%

light
Real number (ℝ)

Distinct	615
Distinct (%)	46.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3267.7892

Minimum	-2
Maximum	27306.2
Zeros	6
Zeros (%)	0.5%
Negative	116
Negative (%)	8.8%
Memory size	20.5 KiB

Quantile statistics

Minimum	-2
5-th percentile	-1
Q1	1.042
median	1.042
Q3	4765.625
95-th percentile	15742.7
Maximum	27306.2
Range	27308.2
Interquartile range (IQR)	4764.583

Descriptive statistics

Standard deviation	5721.6838
Coefficient of variation (CV)	1.7509342
Kurtosis	4.4864218
Mean	3267.7892
Median Absolute Deviation (MAD)	3.042
Skewness	2.1586129
Sum	4284071.7
Variance	32737665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.042	536	40.9%
-2	63	4.8%
-1	53	4.0%
27306.2	8	0.6%
2.5	6	0.5%
0	6	0.5%
2.917	5	0.4%
6.458	5	0.4%
3.125	4	0.3%
1.25	4	0.3%
Other values (605)	621	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2	63	4.8%
-1	53	4.0%
0	6	0.5%
1.042	536	40.9%
1.25	4	0.3%
1.458	2	0.2%
1.875	4	0.3%
2.083	1	0.1%
2.292	1	0.1%
2.5	6	0.5%

Value	Count	Frequency (%)
27306.2	8	0.6%
26764.2	1	0.1%
26467.1	1	0.1%
26404.6	1	0.1%
25959.2	1	0.1%
25729.6	1	0.1%
25510.8	1	0.1%
25354.2	1	0.1%
25136.2	1	0.1%
24795	1	0.1%

Auto

Heatmap
Table

	External Temperature	Feels Like	Pressure	External Humidity	Dew Point	Clouds	Wind Speed	average_internal_temp	average_internal_humidity	light	Description
External Temperature	1.000	0.997	-0.173	-0.815	0.585	-0.153	0.219	0.256	-0.339	0.264	0.108
Feels Like	0.997	1.000	-0.173	-0.785	0.624	-0.138	0.215	0.261	-0.329	0.254	0.106
Pressure	-0.173	-0.173	1.000	0.144	-0.030	-0.010	-0.016	-0.297	0.178	-0.271	0.126
External Humidity	-0.815	-0.785	0.144	1.000	-0.108	0.288	-0.264	-0.103	0.366	-0.270	0.070
Dew Point	0.585	0.624	-0.030	-0.108	1.000	0.157	0.074	0.298	-0.106	0.055	0.117
Clouds	-0.153	-0.138	-0.010	0.288	0.157	1.000	0.166	0.067	0.142	0.025	0.575
Wind Speed	0.219	0.215	-0.016	-0.264	0.074	0.166	1.000	-0.017	-0.045	0.087	0.098
average_internal_temp	0.256	0.261	-0.297	-0.103	0.298	0.067	-0.017	1.000	-0.485	0.452	0.092
average_internal_humidity	-0.339	-0.329	0.178	0.366	-0.106	0.142	-0.045	-0.485	1.000	-0.272	0.087
light	0.264	0.254	-0.271	-0.270	0.055	0.025	0.087	0.452	-0.272	1.000	0.257
Description	0.108	0.106	0.126	0.070	0.117	0.575	0.098	0.092	0.087	0.257	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	External Temperature	Feels Like	Pressure	External Humidity	Dew Point	Clouds	Wind Speed	Description	average_internal_temp	average_internal_humidity	light
datetime
2020-10-22 00:00:00	22.69	23.21	1009	84	19.85	40	0.00	scattered clouds	23.433333	96.300000	1.042
2020-10-22 01:00:00	22.71	23.46	1011	93	21.52	70	2.34	broken clouds	23.300000	96.366667	1.042
2020-10-22 02:00:00	25.06	25.89	1012	87	22.74	69	2.51	broken clouds	23.000000	95.000000	1.042
2020-10-22 03:00:00	25.66	26.24	1011	75	20.90	40	1.50	scattered clouds	22.600000	96.633333	1.042
2020-10-22 04:00:00	25.83	26.77	1012	88	23.69	65	4.38	light rain	22.900000	95.000000	1.042
2020-10-22 05:00:00	27.52	31.31	1012	83	24.37	48	4.55	light rain	22.700000	96.200000	1.042
2020-10-22 08:00:00	27.73	31.86	1009	83	24.58	29	4.92	light rain	29.833333	83.133333	6999.17
2020-10-22 09:00:00	27.83	30.98	1007	75	22.99	40	6.70	scattered clouds	31.066667	85.966667	15679.6
2020-10-22 10:00:00	25.92	26.79	1008	85	23.20	49	4.26	light rain	31.900000	76.533333	8890.42
2020-10-22 11:00:00	25.49	26.37	1008	87	23.17	57	3.64	light rain	29.833333	89.700000	14612.1

	External Temperature	Feels Like	Pressure	External Humidity	Dew Point	Clouds	Wind Speed	Description	average_internal_temp	average_internal_humidity	light
datetime
2020-12-30 14:00:00	23.63	24.40	1010	90	21.89	37	1.24	scattered clouds	31.100000	67.766667	13084.2
2020-12-30 15:00:00	23.40	24.28	1010	95	22.55	20	0.00	thunderstorm	32.350000	66.000000	12345.4
2020-12-30 16:00:00	23.47	24.22	1012	90	21.73	44	1.48	scattered clouds	33.366667	64.933333	7014.58
2020-12-30 17:00:00	22.88	23.65	1011	93	21.69	48	1.53	scattered clouds	27.833333	91.833333	543.333
2020-12-30 18:00:00	22.74	23.52	1010	94	21.72	40	0.00	scattered clouds	25.650000	95.000000	70
2020-12-30 19:00:00	22.82	23.61	1011	94	21.80	52	1.50	broken clouds	24.433333	96.633333	1.042
2020-12-30 20:00:00	22.63	23.43	1010	95	21.79	65	1.46	broken clouds	24.066667	96.633333	1.042
2020-12-30 21:00:00	22.36	23.16	1009	96	21.69	40	0.00	light rain	23.600000	96.633333	1.042
2020-12-30 22:00:00	21.89	22.64	1009	96	21.22	86	1.56	overcast clouds	24.250000	95.000000	1.042
2020-12-30 23:00:00	21.88	22.66	1009	97	21.38	92	1.59	overcast clouds	24.050000	95.000000	1.042

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample